This book is meant to give an overview of uncertainty in water resources estimation in South Africa. It describes different sources of uncertainty, data sources and approaches to dealing with uncertainty. It also provide guidelines on the use of remote sensing data sources in hydrological studies so as to reduce hydrological uncertainty. It should help students, researchers and water resources planners in Southern Africa region to have a better understanding of the different sources of uncertainty and how to use this information.